A "fugitive" is a person who escapes from a jail, runs away when the police are trying to arrest them, or hides from a government agency that is trying to find them.
Since "fugitives" are people who are hiding and running away, here are some common phrases that the word "fugitive" is used in:
the fugitive escaped
the fugitive is on the run from the police
the fugitive was apprehended by the police
the fugitive has surrendered to the police
the fugitive was captured
the fugitive has been arrested